> ## Documentation Index
> Fetch the complete documentation index at: https://docs.centaur.io/llms.txt
> Use this file to discover all available pages before exploring further.

# Specialist Ideas

> Find same-direction clusters of asset specialists using YTD positions and their earliest 30D evaluation. Adjustable sample, win-rate, and cluster thresholds.



## OpenAPI

````yaml /openapi-v2.json get /signals/specialist-ideas
openapi: 3.1.0
info:
  title: Centaur API
  version: 2.0.0
  description: >-
    Public, read-only API for Centaur's data over REST with a companion MCP
    surface.
servers:
  - url: https://api.centaur.io/v2
    description: Centaur API v2
security: []
tags:
  - name: System
    description: Health and service metadata endpoints.
  - name: Discovery
    description: Read-only trader and asset directory discovery endpoints.
  - name: Events
    description: >-
      Historical trade-event reads with source, trader, asset, and position
      context.
  - name: Messages
    description: >-
      Read-only access to source messages by message timestamp or Source Message
      ID.
  - name: Channel Summaries
    description: Generated channel narrative summaries selected by Source Window overlap.
  - name: Aggregate Summaries
    description: >-
      Generated aggregate narrative summaries selected by Aggregate Window
      overlap.
  - name: Positions
    description: Read-only position history and open-position live state reads.
  - name: Stats
    description: Read-only aggregate trader and asset stats.
externalDocs:
  description: Canonical Centaur API documentation
  url: https://docs.centaur.io
paths:
  /signals/specialist-ideas:
    get:
      tags:
        - Signal Intelligence
      summary: Specialist Ideas
      description: >-
        Find same-direction clusters of asset specialists using YTD positions
        and their earliest 30D evaluation. Adjustable sample, win-rate, and
        cluster thresholds.
      operationId: get_specialist_ideas
      parameters:
        - schema:
            anyOf:
              - type: integer
                minimum: 0
                exclusiveMinimum: true
                maximum: 2147483647
              - type: string
                pattern: ^\d+(\.\d+)?$
            default: 5
            description: >-
              Minimum scored YTD positions per trader and asset, using 30D
              evaluations.
          required: false
          description: >-
            Minimum scored YTD positions per trader and asset, using 30D
            evaluations.
          name: minEvaluations
          in: query
        - schema:
            anyOf:
              - type: number
                minimum: 0
                maximum: 100
              - type: string
                pattern: ^\d+(\.\d+)?$
            default: 60
            description: Minimum specialist win rate as a percentage.
          required: false
          description: Minimum specialist win rate as a percentage.
          name: minWinRatePercent
          in: query
        - schema:
            anyOf:
              - type: integer
                minimum: 0
                exclusiveMinimum: true
                maximum: 2147483647
              - type: string
                pattern: ^\d+(\.\d+)?$
            default: 2
            description: Minimum same-direction specialists in a cluster.
          required: false
          description: Minimum same-direction specialists in a cluster.
          name: minSpecialists
          in: query
        - schema:
            anyOf:
              - type: integer
                minimum: 1
                maximum: 50
              - type: string
                pattern: ^\d+(\.\d+)?$
            default: 50
            description: Maximum result groups. No cursor pagination.
          required: false
          description: Maximum result groups. No cursor pagination.
          name: limit
          in: query
      responses:
        '200':
          description: Specialist Ideas
          content:
            application/json:
              schema:
                type: object
                properties:
                  success:
                    type: boolean
                    enum:
                      - true
                  data:
                    $ref: '#/components/schemas/SignalSpecialistIdeas'
                  requestId:
                    type: string
                    example: c8e2c6e4-80dd-4ffc-9d66-4e31bf64c6b8
                required:
                  - success
                  - data
                  - requestId
        '401':
          description: Unauthorized
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorEnvelope'
        '403':
          description: Forbidden
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorEnvelope'
        '422':
          description: Invalid parameters
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorEnvelope'
        '429':
          description: Usage limit reached
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorEnvelope'
        '503':
          description: Authentication, database, or prices unavailable
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorEnvelope'
        '504':
          description: Calculation time budget exceeded
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorEnvelope'
      security:
        - ApiKeyAuth: []
components:
  schemas:
    SignalSpecialistIdeas:
      type: object
      properties:
        calculationAt:
          type: string
          format: date-time
        coverage:
          $ref: '#/components/schemas/SignalPriceCoverage'
        parameters:
          type: object
          properties:
            limit:
              type: integer
              minimum: 1
              maximum: 50
            minEvaluations:
              type: integer
              minimum: 0
              exclusiveMinimum: true
            minWinRatePercent:
              type: number
              minimum: 0
              maximum: 100
            minSpecialists:
              type: integer
              minimum: 0
              exclusiveMinimum: true
            sampleWindow:
              type: string
              enum:
                - YTD
            evaluationWindow:
              type: string
              enum:
                - 30D
          required:
            - limit
            - minEvaluations
            - minWinRatePercent
            - minSpecialists
            - sampleWindow
            - evaluationWindow
        results:
          type: array
          items:
            type: object
            properties:
              assetId:
                type: integer
                minimum: 0
                exclusiveMinimum: true
              direction:
                type: string
                enum:
                  - long
                  - short
              traderCount:
                type: integer
                minimum: 0
              positionCount:
                type: integer
                minimum: 0
              pricedEntries:
                type: integer
                minimum: 0
              averageEntry:
                type: number
                nullable: true
              currentPrice:
                type: number
                nullable: true
              currentQuoteAt:
                type: string
                nullable: true
                format: date-time
              priceStatus:
                type: string
                enum:
                  - available
                  - missing
                  - failed
              openReturnPercent:
                type: number
                nullable: true
              specialists:
                type: array
                items:
                  type: object
                  properties:
                    traderId:
                      type: integer
                      minimum: 0
                      exclusiveMinimum: true
                    evaluatedCount:
                      type: integer
                      minimum: 0
                    winRatePercent:
                      type: number
                      nullable: true
                  required:
                    - traderId
                    - evaluatedCount
                    - winRatePercent
            required:
              - assetId
              - direction
              - traderCount
              - positionCount
              - pricedEntries
              - averageEntry
              - currentPrice
              - currentQuoteAt
              - priceStatus
              - openReturnPercent
              - specialists
      required:
        - calculationAt
        - coverage
        - parameters
        - results
    ErrorEnvelope:
      type: object
      properties:
        success:
          type: boolean
          enum:
            - false
        error:
          $ref: '#/components/schemas/Error'
        requestId:
          type: string
          example: c8e2c6e4-80dd-4ffc-9d66-4e31bf64c6b8
      required:
        - success
        - error
        - requestId
    SignalPriceCoverage:
      type: object
      properties:
        requestedAssets:
          type: integer
          minimum: 0
        availableAssets:
          type: integer
          minimum: 0
        insufficientHistoryAssets:
          type: integer
          minimum: 0
        missingAssets:
          type: integer
          minimum: 0
        failedAssets:
          type: integer
          minimum: 0
      required:
        - requestedAssets
        - availableAssets
        - insufficientHistoryAssets
        - missingAssets
        - failedAssets
    Error:
      type: object
      properties:
        code:
          type: string
          description: Stable machine-readable error code.
          example: UNAUTHORIZED
        message:
          type: string
          description: Human-readable explanation for the failure.
          example: Unauthorized
        details:
          nullable: true
          description: Optional structured details for validation or input failures.
      required:
        - code
        - message
  securitySchemes:
    ApiKeyAuth:
      type: apiKey
      in: header
      name: x-api-key
      description: API key issued by Centaur.
      x-default: <api-key>

````